Transcriptomic profiling reveals histone acetylation-regulated genes involved in somatic embryogenesis in Arabidopsis thaliana

Background Somatic embryogenesis (SE) exemplifies the unique developmental plasticity of plant cells. The regulatory processes, including epigenetic modifications controlling embryogenic reprogramming of cell transcriptome, have just started to be revealed. Results To identify the genes of histone acetylation-regulated expression in SE, we analyzed global transcriptomes of Arabidopsis explants undergoing embryogenic induction in response to treatment with histone deacetylase inhibitor, trichostatin A (TSA). The TSA-induced and auxin (2,4-dichlorophenoxyacetic acid; 2,4-D)-induced transcriptomes were compared. RNA-seq results revealed the similarities of the TSA- and auxin-induced transcriptomic responses that involve extensive deregulation, mostly repression, of the majority of genes. Within the differentially expressed genes (DEGs), we identified the master regulators (transcription factors - TFs) of SE, genes involved in biosynthesis, signaling, and polar transport of auxin and NITRILASE-encoding genes of the function in indole-3-acetic acid (IAA) biosynthesis. TSA-upregulated TF genes of essential functions in auxin-induced SE, included LEC1/LEC2, FUS3, AGL15, MYB118, PHB, PHV, PLTs, and WUS/WOXs. The TSA-induced transcriptome revealed also extensive upregulation of stress-related genes, including those related to stress hormone biosynthesis. In line with transcriptomic data, TSA-induced explants accumulated salicylic acid (SA) and abscisic acid (ABA), suggesting the role of histone acetylation (Hac) in regulating stress hormone-related responses during SE induction. Since mostly the adaxial side of cotyledon explant contributes to SE induction, we also identified organ polarity-related genes responding to TSA treatment, including AIL7/PLT7, RGE1, LBD18, 40, HB32, CBF1, and ULT2. Analysis of the relevant mutants supported the role of polarity-related genes in SE induction. Conclusion The study results provide a step forward in deciphering the epigenetic network controlling embryogenic transition in somatic cells of plants. Supplementary Information The online version contains supplementary material available at 10.1186/s12864-024-10623-5.


Background
Plant somatic cells possess a unique capacity to develop into somatic embryos following somatic embryogenesis (SE), a process rarely observed in planta [1] but successfully induced in vitro in different plant species [2].SE exemplifies the developmental plasticity of plant cells which involves the capacity for de-and re-differentiation into specific cell types/organs/somatic embryos in response to induction signals such as stress factors and hormone treatment [3].In biotechnology, plant regeneration via in vitro-induced SE is widely applied in clonal propagation and genetic transformation of various plant species [4,5].SE provides also a valuable experimental system in studies of exo-and endogenous factors determining developmental plasticity and embryogenic transition in plant somatic cells.In particular, studies on SE induction in a model plant of Arabidopsis have contributed significantly to understanding the embryogenic reprogramming of plant somatic cells at the molecular level [6,7].Queries on the molecular factors controlling SE induction that have been addressed in Arabidopsis revealed a complex regulatory network in which the transcription factors (TFs), microRNAs (miRNAs), and epigenetic modifications interact to erase the existing cell identity and switch on the embryogenic pathway of development in already differentiated cells [8][9][10].The TFs of essential role in SE induction include LEAFY COTYLEDON1 (LEC1), LEAFY COTYLEDON2 (LEC2), ABSCISIC ACID INSENSITIVE3 (ABI3), FUSCA3 (FUS3), AGAMOUS-LIKE15 (AGL15), WUSCHEL (WUS), WUSCHEL RELATED HOMEOBOX genes (WOXs), and members of the PLETHORA (PLT) gene family including BABY BOOM (BBM) [6,10,11].
The methylation of DNA and histones cooperates with histone acetylation to control genes in plant development [24,25].An acetylated state of histones results from the opposing activities of histone acetyltransferases (HATs) and histone deacetylases (HDACs) [26].HATs neutralize the positively charged amino group of specific lysine residues rendering DNA more accessible to DNA-binding regulatory proteins, including TFs [27].Opposingly to HATs, HDACs remove the acetyl groups from histones and reduce DNA accessibility and binding of the regulatory proteins to DNA [28].
An experimental approach in studies on the role of histone acetylation (Hac) in gene regulation relies on the chemical inhibition of HAT and HDAC activity [29][30][31].Relevantly, trichostatin A (TSA), an antifungal antibiotic isolated from Streptomyces hygroscopicus of inhibitory effect on zinc-dependent HDACs (RPD3/HDA1 and HD2-type families), has been recommended to affect Hac [32].TSA was documented to increase H3 and H4 acetylation at a global and gene-specific level, and the TSAhyperacetylated epigenetic marks involve H3K9/K14 and H4K5 [33,34].
These reports demonstrated that TSA might substitute for the requirement of auxin treatment essential for SE induction in Arabidopsis and suggested the role of Hac in the regulation of genes controlling plant cell reprogramming.In support of this postulate, global changes in Hac level in microspore cultures of rape [48] and Arabidopsis explants [49] were indicated.Indirect pieces of evidence on the Hac contribution to the embryogenic reprogramming of plant somatic cells involve differential expression of HAT and HDAC genes in SE and the altered embryogenic response of the relevant hat and hdac mutants [40,49,50].
The mechanism by which Hac, possibly in cooperation with auxin, might regulate genes in SE induction remains mostly elusive.Most reports on the Hac role in controlling specific genes in SE provide indirect evidence [51][52][53].Only recently, the direct impact of Hac on transcriptional regulation of genes in SE, including LEC1, LEC2, FUS3, MYB118 [49], AGL15 [54], and WUS [55] has been demonstrated.
RNA-seq analysis of SE transcriptome in response to TSA treatment might be a helpful analytical approach to identify the Hac-targeted genes controlling embryogenic transition in plant somatic cells.RNA-seq was successfully applied to identifying genes engaged in plant development and subjected to epigenetic regulation [23,[56][57][58].
Here, to gain insights into the Hac-regulated genes during the embryogenic transition in plant somatic cells, we analyzed transcriptomes of Arabidopsis explants treated with TSA and synthetic auxin (2,4-dichlorophenoxyacetic acid; 2,4-D).Metadata analysis of RNA-seq results at global and gene levels aimed at comparing the TSAand auxin-induced transcriptomic changes and indicating candidate genes of Hac-regulated expression in SE induction.The candidate genes included the TF genes of the master regulatory function in SE, auxin-and stressrelated genes, and the genes of reported functions in the specification of organ polarity.The identified TSAderegulated candidates provide a unique set of data for studies on histone acetylation-mediated regulation of SE induction.

In vitro culture of explants and SE induction
Immature zygotic embryos (IZEs) of Arabidopsis at the cotyledonary stage of development were used as explants for the in vitro culture.The explants were isolated from siliques and cultured following the standard protocol for SE [59] induction in Arabidopsis.A basal E0 medium contained 3.2 g L − 1 of B5 micro and macro-elements (Duchefa Biochemie; #G0210) [60], 20 g L − 1 sucrose and 8 g L − l agar, pH 5.8.A standard medium for SE induction (EA) contained 5.0 µM of 2,4-D (Sigma-Aldrich #D7299), [59].In addition, E0 medium supplemented with TSA (Sigma Aldrich; #T1952) at a concentration of 1.0 µM was applied for SE induction [50].Two parameters, i.e., SE efficiency, calculated as the frequency of the explants that produced somatic embryos, and SE productivity, calculated as the average number of somatic embryos per explant, were used to analyze the SE capacity of studied lines.Thirty explants in at least three replicates were evaluated for each line.

Plant growth and in vitro culture conditions
Seed-derived plants were grown in Jiffy-7 (Jiffy, Norway) pots at 22 °C under a 16 h photoperiod of 100 µM m − 2 s − 1 white, fluorescent light.Plant materials that were grown in sterile conditions were kept at 23 °C under a 16 h photoperiod of 40 µM m − 2 s − 1 white, fluorescent light [50].

RNA isolation, library preparation, and RNA-seq
An RNAqueous® Total RNA Isolation Kit (ThermoScientific) was used to isolate total RNA from the IZE explants induced on different media (E0, EA, ET) for 5 and 10 days.The freshly isolated tissues were wiped in frozen mortars.Depending on the age of the culture, from 250 (5th day) to 100 (10th day) explants were used for RNA isolation per repetition.RNA isolation, library preparation, and sequencing were produced in three biological replicates.The concentration and purity of RNA samples were evaluated with an ND-1000 spectrophotometer (NanoDrop Technologies) [50].The integrity of the RNA was determined using an Agilent 2100 Bioanalyzer and Agilent RNA 6000 Nano chips (Agilent Technologies, Santa Clara, USA).RNA samples were treated with RNase-Free DNase and then purified using the Acid-Phenol: Chloroform with ammonium acetate method (Ther-moScientific).The sequencing libraries were prepared using Illumina ScriptSeq™ Complete Kit (Plant; Illumina, San Diego, USA) following the manufacturer's protocol.Two micrograms of total RNA per sample were used as an input.Briefly, library prep involved the subsequent steps: ribosomal RNA removal with Ribo-Zero rRNA Removal Reagents (Plant Leaf; Illumina, San Diego, USA) followed by ethanol precipitation of the rRNAdepleted sample, RNA fragmentation, cDNA synthesis, RNA removal, terminal tagging of cDNA followed by bead cleanup, PCR amplification using Illumina indexes and final bead purification.The quality of the prepared Illumina libraries was analyzed using Agilent Bioanalyzer with the Agilent High Sensitivity DNA Kit (Agilent Technologies, Santa Clara, USA), and the quantities were estimated using a Qubit Fluorometer (Thermo Fisher Scientific, Waltham, USA).For cluster generation, the libraries were pooled with equimolar concentration and sequenced using the Illumina HiSeq 4000 system (Illumina, San Diego, USA) in 2 × 76 cycles paired-end (PE) mode with 6 barcoded samples per lane [49].

RNA-seq data analysis
Sequencing data was processed to obtain fastq files with the bcl2fastq pipeline (Illumina, San Diego, USA) including demultiplexing and adapter trimming steps as previously described [49].The quality of raw sequencing reads was evaluated with FastQC software [61], and all reports were compared with the MultiQC tool [62].As all reads were high quality, they were only soft-trimmed and filtered with Sickle [63].Then SortMeRNA was used to filter out left-over fragments originating from rRNAs [64].The quality of cleaned reads was assessed again using FastQC [61] and MultiQC [62].Cleaned reads were mapped to Arabidopsis thaliana genome assembly GCA_000001735.1 (TAIR10) using splice-aware aligner STAR [65], with mapping parameters adjusted to A. thaliana genome characteristics, basic two-pass mode, and allowing for 5% of mismatches to reference genome.Unique counts per gene were calculated with an in-bulit option in STAR and used for data visualization and further differential gene expression analysis.The quality of mapping was assessed with the SAMStat package [66], as well as Qualimap [67].Sequence alignment files were indexed using SAMtools [68], and mapped reads were visually inspected by applying the Integrative Genomics Viewer (IGV; [69].All further computational and graphical analyses were performed in the R environment.Samples size factors were estimated using the median ratio method and counts were normalized with the DESeq2 algorithm [70].For data inspection and visualization, counts have regularized log-transformed (rlog) to get log2-scaled data that is approximately homoscedastic and normalized concerning library size.Hierarchical clustering of samples was performed based on distance expressed as an inverse of Pearson's correlation and applying Ward D2 linkage algorithm.Principal component analysis was performed in the R environment and 'prcomp' function.Heatmaps were visualized with the 'pheatmap' package and 'heatmap.2'function from 'gplots' library.

Statistical analysis
Differential expression analysis was performed with DESeq2 software [70] assuming negative binomial distribution, and applying a general linearized model with beta prior shrinkage.Wald's exact test was used to call differentially expressed genes (DEGs) under |log2FC| ≥ 1 along with P-value adjustment for multiple comparisons with Benjamini-Hochberg False Discovery Rate (FDR) correction [71] under α = 0.05.Enrichment of gene ontology (GO) terms for DEGs were performed using Metascape (http://metascape.org/gp/index.html#/main/step1) [72] or ShinyGO v.0.80 (http://bioinformatics.sdstate.edu/go/)[73].In tryptophan, hormone and RT-qPCR studies a two-way ANOVA (p < 0.05) followed by Tukey's honestly significant difference test (Tukey HSD-test) (p < 0.05) (Statistica 12.0) was applied to calculate significant differences at least p < 0.05 between the compared samples.In SE capacity analysis the Student t-test was used to calculate any significant differences (at p < 0.05) between the combinations that were being compared.

Evaluation of hormone content
The concentration of phytohormones, abscisic acid (ABA), salicylic acid (SA), jasmonic acid (JA), indole-3-acetic acid (IAA), was evaluated in the 5 d, 10 d cultured explants of Col-0 on E0, ET and EA (Additional files 2 and 3).For analysis, fresh tissue was immediately frozen in liquid nitrogen and stored at -80 °C.Depending on the age of the culture, from 500 (5th day) to 100 (10th day) explants per repetition were collected to analyze hormone content.Analysis was performed on three biological replicates.For each sample, 30 mg of fresh powder were extracted with 0.8 mL of acetone/ water/acetic acid (80/19/1 v: v:v).Abscisic acid, salicylic acid, jasmonic acid, indole-3-acetic acid stable labelled isotopes used as internal standards were prepared as described in [74]. 1 ng of each standard was added to the sample.The extract was vigorously shaken for 1 min, sonicated for 1 min at 25 Hz, shaken for 10 min at 10 °C in a Thermomixer (Eppendorf®, and then centrifuged (8,000 g, 10 °C, 10 min.).The supernatants were collected, and the pellets were re-extracted twice with 0.4 mL of the same extraction solution, then vigorously shaken (1 min) and sonicated (1 min; 25 Hz).After the centrifugations, the three supernatants were pooled and dried (Final Volume 1.6 mL).Each dry extract was dissolved in 100 µL of acetonitrile/water (50/50 v/v), filtered, and analyzed using a Waters Acquity ultra performance liquid chromatograph coupled to a Waters Xevo Triple quadrupole mass spectrometer TQS (UPLC-ESI-MS/MS).The compounds were separated on a reverse-phase column (Uptisphere C18 UP3HDO, 100*2.1 mm*3µm particle size; Interchim, France) using a flow rate of 0.4 mL min − 1 and a binary gradient: (A) acetic acid 0.1% in water (v/v) and (B) acetonitrile with 0.1% acetic acid, the column temperature was 40 °C, for abscisic acid, salicylic acid, jasmonic acid, and indole-3-acetic acid we used the following binary gradient (time, % A): (0 min., 98%), (3 min., 70%), (7.5 min., 50%), (8.5 min., 5%), (9.6 min., 0%), (13.2 min., 98%), (15.7 min., 98%).Mass spectrometry was conducted in electrospray and Multiple Reaction Monitoring scanning mode (MRM mode), in positive ion mode for the indole-3-acetic acid, and in negative ion mode for the other hormones.Relevant instrumental parameters were set as follows: capillary 1.5 kV (negative mode), source block and desolvation gas temperatures 130 °C and 500 °C, respectively.Nitrogen was used to assist the cone and desolvation (150 L h − 1 and 800 L h − 1 , respectively), argon was used as the collision gas at a flow of 0.18 mL min − 1 .

Evaluation of tryptophan (Trp) content
Thin-layer chromatography (TLC) was used as one of the most fundamental methods for aminoacid separation and identification to determine the quantity of tryptophan (Trp) in growing plant cells [75].The Trp content was evaluated in the 5 d, 10 d cultured explants of Col-0 on E0, ET and EA.Based on the age of the culture, from 500 (5th day) to 100 (10th day) explants per repetition were collected to analyze Trp content.The experiment was carried out in triplicate.The fresh mass of explants was measured, and then the material was lyophilized by 24 h (Christ Alpha 1-4).After this process, probes were kept at -80 °C till the next phase of the procedure.Few extractions and developing solvents were tested.The method described below was chosen as the most efficient.At the beginning of the extraction procedure, probes were refrigerated and set on the ice.To extract free tryptophan from cells, 0.1 M HCl was used (1.5 µL/1 mg of fresh mass).The material was homogenized in extraction solvent, first by mechanical and later by ultrasonic homogenizer (VibraCell, Sonic Materials, 10 pulses 1s long, 10% amplitude).Probes were centrifuged after homogenization (15 min, 15,000 RPM at 4 o C). 8 µL of supernatant was added to a TLC silica plate (DC-Fertigplatten ADAMANT 20 × 10 cm, Macherey-Nagel), on the same plate calibration curve for tryptophan (SIGMA) was prepared.After application, the TLC plate was left to dry for 1 h in the dark.The plate was developed in the horizontal chamber with the use of n-butanol: acetic acid: water (3:1:1) for 90 min (Baron, Economidis, 1963).The developed plate was left to dry (60 min).Next, the plate was sprayed with a solvent of 0.5% ninhydrin in methanol and incubated on a hotplate for 5 min at 90 o C. A dry plate with spots was archived digitally for further analysis.TRP quantity in visualized spots was calculated with the use of CP Atlas 2.0 software [76].The quantity of Trp was expressed as ug per mg of fresh tissue mass.

Identification of insertional mutants and gene functional analysis
The seeds of insertional or chemically induced mutants were purchased as part of the T 3 segregating lines.To identify homozygous mutants DNA was isolated from at least 24 individual T 3 plants using a modified micro-CTAB method [77].PCR reactions containing two gene specific primers and one insert-specific primer (http:// signal.salk.edu/tdnaprimers.html)were then conducted (Additional file 1).The size of amplified products indicated the homo-or heterozygotic status of the plants, in terms of the insert presence within the gene of interest.The explant capacity for SE was evaluated in an IZE-derived culture that was induced for 21 days on an induction media and two parameters were calculated -SE efficiency, and productivity as described previously [59].

Isolation of RNAs, reverse transcription, and RT-qPCR analyses
An RNAqueous® Total RNA Isolation Kit (ThermoScientific) was used to isolate the total RNAs, respectively, from the 100 IZE explants induced on the different media for 10 days.The concentration and purity of the RNA were assessed using an ND-1000 spectrophotometer (NanoDrop).In order to control any DNA contamination, the RNAs were treated with RQ1 RNase-free DNase I (Promega) according to the manufacturer's instructions.The first-strand cDNA was produced in a 20 µL reaction volume using a RevertAid First Strand cDNA Synthesis Kit (Fermentas).The reverse transcription product was diluted with water at a 1:4 ratio and 2.5 µL of this solution was used for the RT-qPCR reactions (Additional file 1).The relative RNA levels were calculated and normalized to the internal control of the AT4G27090 (TIN) gene-encoded 60 S ribosomal protein [78].The relative expression level was calculated using 2 −ΔΔCT where ∆∆C T represented ∆C T reference condition − ∆C T compared condition .The plant tissues for the gene expression analysis were produced in three biological replicates, and two technical replicates were analyzed [50].

Data availability
The RNA-seq data presented in this publication have been deposited in NCBI's Gene Expression Omnibus (GEO) and are accessible through GEO Series accession number GSE255229.All other data is available upon reasonable request.

Experimental design
A standard method for SE induction in Arabidopsis involves the treatment of the explants, immature zygotic embryos (IZEs), with a synthetic auxin, 2,4-D [59].We showed that, similar to auxin, explant treatment with an inhibitor of histone deacetylases TSA, results in SE induction [50], suggesting the role of Hac in the embryogenic reprogramming of plant somatic cells.Here, the RNA-seq-generated transcriptomes of the TSA-and auxin-induced cultures were analyzed to get insights into the Hac-related mechanism of SE induction.
In brief, the IZE explants at the cotyledonary stage of development were cultured on two alternative SE-induction media, ET and EA, supplemented with TSA (1 µM) and auxin (5 µM 2,4-D), respectively.In both SE cultures, the first somatic embryos became visible on the adaxial side of the IZE cotyledons on the 8-10th day.In contrast, the explants that were cultured on a non-embryogenic medium (E0) developed into seedlings (Additional file 2).The EA-and ET-cultured explant tissues were sampled for RNA-seq analysis at two culture points representing the early (5th day) and the advanced (10th day) stage of SE induction.The control combinations involved the explants cultured on E0 for 5, and 10 days.In total, six experimental combinations in three replicates were used in RNA-seq analysis (Additional file 3).

General characteristics of ET and EA transcriptomes PCA analysis
The Principal Component Analysis (PCA) and Hierarchical Cluster Analysis demonstrated a high concordance between replicates of the same experimental combination (medium type x culture time point) (Fig. 1; Additional file 4).The PCA revealed that 48.0% and 19.3% of the transcriptome variation accounted for principal components 1 (PC1) and 2 (PC2), respectively.PC1 separated the samples treated with TSA (ET) and auxin (EA) from those induced on the control E0 medium.PC2 stratified the transcriptomes according to TSA treatment.
The PCA results implied that transcriptomes representing the embryogenic (ET and EA) vs. non-embryogenic (E0) cultures were distinctly different at both of the analyzed culture time points (5 and 10 d).Moreover, the embryogenic cultures induced on ET and EA medium tended to overlap, indicating similarities between TSA and the auxin (2,4-D)-induced transcriptomes.These results suggest that the regulatory pathways controlling SE induction in response to TSA and auxin treatment might share some genetic factors.

Gene expression profiling in SE-induced vs. control explants (DEGs-ET/E0 and DEGs-EA/E0)
Next, we compared transcript levels in embryogenic (ET and EA) vs. non-embryogenic (E0) cultures to identify differentially expressed genes (DEGs) responsive to TSA (DEGs-ET/E0) and auxin (DEGs-EA/E0) treatment.DEGs were detected using DESeq2 [70].Raw P values were adjusted for multiple comparisons according to Benjamini and Hochberg's method controlling the False Discovery Rate (FDR).Significantly regulated genes were selected under a threshold of FDR ≤ 0.05 and |log2FC| ≥ 1. Volcano plots were used to illustrate the distribution of the log2FC and FDR within the analysed gene sets (Fig. 2).Using these criteria lists of DEGs-ET/ E0 and DEG-EA/E0 genes of differential expression in ET (Fig. 3A) and EA (Fig. 3B) cultures, respectively, were generated in comparison to E0 culture (Additional file 5).The results indicated a similar fraction of DEGs in both SE cultures; 44.4% (13 636) and 44.9% (13 797) in ET and EA, respectively.Moreover, downregulated transcripts were found more frequently than upregulated in both SE induction treatments.Accordingly, 56.0% and 60.6% of DEGs showed a significantly decreased expression in response to TSA (DEGs-ET/E0) and auxin (DEGs-EA/ E0) treatment, respectively.Noteworthy, at least onefifth of the downregulated DEGs in embryogenic cultures showed a high decrease in transcript abundance by at least tenfold (FC < 10) in both ET and EA treatments.More specifically, this criterion fulfilled ~ 26% (1428) and ~ 27% (1866) of downregulated DEGs in ET and EA cultures, respectively (Fig. 3C).Substantially less frequent were gene transcripts of highly increased (FC ≥ 10) expression, which accounted for ~ 5% of the upregulated DEGs; 221 and 222 in ET and EA culture, respectively.
To get more insights into the differences between the TSA-and auxin-induced transcriptomes, we juxtaposed DEGs identified in ET (DEGs-ET/E0) and EA (DEGs-EA/E0) cultures (Fig. 4).The analysis of the up-(Fig.4A) and down-(Fig.4B) regulated DEGs revealed that the majority of them were deregulated in response to one of the SE treatments, ET or EA.Accordingly, 37.2% (5078) and 38.0% (5239) DEGs were exclusively deregulated in response to TSA or 2,4-D treatment.In this group, DEGs upregulated only in response to TSA were more frequent; 20.6% (2810) and 16.5% (2245) genes responded specifically to TSA and auxin, respectively (Fig. 4A).In contrast, genes of treatment-specific downregulation were more numerous in EA culture, 21.7% (2994) and 16.6% (2268) transcripts showed decreased expression exclusively in EA or ET culture, respectively (Fig. 4B).
Gene Ontology (GO) term analysis (Additional file 6) revealed that a significant fraction (29%; 827/2810) of the ET-specifically upregulated transcripts were involved in response to different stimuli such as light (131), temperature (107), biotic (220), abiotic stimulus (349), and other stress response (536).In contrast, the DEGs of auxinspecific upregulation were predominantly related to the nucleobase-containing compound metabolic process (21.6%; 485/2245), i.e., transcription, translation, splicing, metabolism of RNA, and chromatin reorganization.The TSA-specific downregulated genes were mainly attributed to the transport of ions, amides, proteins, nitrogen, and the metabolism of proteins and lipids.The function of auxin-specific downregulated genes was associated with response to stimuli and stress (939), and photosynthesis (106).Altogether the results indicated numerous genes of diverse biological functions, including those involved in cellular housekeeping processes and responses to stress and various external stimuli, to be deregulated explicitly in response to TSA or auxin treatment.The strong deregulation of stress-related genes in response to TSA implies the involvement of histone deacetylation in regulating stress responses in plants.
Next, we aimed to identify genes of a similar expression profile in TSA-and auxin-induced SE.To this end, we focused on DEGs that were up-or downregulated during the early (5 d) and advanced (10 d) stages of SE in both ET and EA cultures.The analysis revealed 1746 up-and 3471 downregulated DEGs at the early and late SE, respectively (Fig. 4A, B).These DEGs involved 947 up-and 2445 downregulated in ET and EA culture during both SE stages (5 and 10 d).Altogether, the results indicated over 2.5 times more transcripts of constantly decreased vs. increased expression in embryogenic culture, suggesting that extensive negative regulation of genes is associated with the embryogenic transition of a somatic cell transcriptome.
GO term analysis of DEGs that were upregulated in both stages of ET and EA cultures indicated numerous transcripts involved in the cell cycle (171), DNA replication (55) and repair (93), chromosome organization In summary, the GO term analysis showed that the SE-upregulated DEGs were directly linked with plant reproduction and embryogenic processes, while the SEdownregulated DEGs mostly represented differentiation and cell specification processes.Similarly deregulated in ET and EA cultures, DEGs might reveal a set of common and essential, regardless of inducer, SE regulators that involve TFs, including those of documented already function in SE (such as LECs, SERKs, WOXs), and candidate genes related to plant reproduction and zygotic embryogenesis.

TF genes of SE-deregulated expression
Given the central role of regulatory genes in the genetic network controlling SE induction, we searched for TFs within DEGs of SE-modulated expression.The analysis indicated that more than half of the analyzed 2178 TF genes were deregulated in response to both SE treatments.Accordingly, 1154 (53%) and 1238 (57%) TF transcripts were deregulated in response to TSA-and auxin-treatment, respectively (Fig. 5).

Auxin-related DEGs
In line with the fundamental role of auxin responses in the SE induction mechanism, genes involved in various aspects of auxin action, including biosynthesis, signaling, and polar transport of auxin, were found frequent within SE-DEGs induced with TSA and auxin.

DEGs related to auxin biosynthesis Tryptophan (Trp)-dependent IPA-pathway of indole-3-acetic acid (IAA) biosynthesis
The genes encoding aminotransferases (TAA1 and TARs) and monooxygenases (YUCCA) of critical role in the IPA (indole-3-pyruvic acid) auxin biosynthesis pathway were substantially deregulated in SE (Additional file 13-1 A).Within aminotransferase genes, transcription of the TAA1 gene was increased significantly up to over five (FC 5.6) and two (FC 2.1) fold in the ET and EA culture, respectively.Analysis of eleven YUC genes (YUC1-11) indicated that different YUC monooxygenases might control IAA production in TSA-and auxin-induced SE.Two YUC genes, YUC4 and YUC10 were upregulated in TSA-induced SE, of which YUC10 transcripts showed the highest accumulation, up to 7.

IAA and Trp content
In line with the upregulation of Trp-and IAA-biosynthesis genes, we indicated the elevated abundance of tryptophan (Trp) and IAA in the embryogenic (ET and EA) vs. control (E0) cultures (Fig. 7).More specifically, a 1.5fold increase of Trp content was indicated in the early SE stage of TSA and auxin-induced explants (Fig. 7A).In the advanced SE (10 d), a higher Trp content was found exclusively in auxin-treated culture.The analyses also revealed that a level of IAA was significantly increased (up to 5-6-fold) at the advanced stage of SE induction (10 d) in both ET and EA cultures (Fig. 7B).
To further explore the involvement of NIT genes in embryogenic induction, the embryogenic potential of the nit (nit1-4) mutants was analyzed in ET (Fig. 8C,  D, E) and EA (Fig. 8F, G, H) cultures.We indicated that all nit1-4 mutants were impaired in their embryogenic response in EA culture, and two of them, nit1 and nit3 in ET culture.We also analyzed the expression of NITs in lec1 explants during SE induction, taking into account the key regulatory role of LEC1 TF in auxin biosynthesis in SE induction [81,82].The substantial downregulation of NIT1, 2, and 4 transcripts in the lec1 mutant culture suggests that LEC1 might positively regulate NITs' expression in SE-induced explants (Fig. 8I, J).

DEGs involved in auxin signaling
Most of the genes encoding the main components of the auxin signaling pathway, including AUX/IAA and ARFs, were extensively deregulated in the SE-induced explants.Accordingly, out of 29 AUX/IAA genes, 8 and 19 were significantly upregulated in ET and EA culture, respectively (Additional file 13-3 A).The upregulated (1.6 to 43.4 fold) in both ET and EA culture AUX/IAA genes involved IAA 1, 20, 29, 30, and 33.In general, the AUX/ IAA showed a significantly higher expression level in response to auxin than TSA (Additional file 13-3 B).
Like AUX/IAA, most of the 23 ARF genes of Arabidopsis showed extensive deregulation in the SE-induced explants (Additional file 13-4 A).Nine ARFs, including ARF3, 4, 5, 6, 8, 10, 17, 18, and 19, were significantly upregulated (1.2 to 15.2 fold) in response to both SE treatments.In particular, ARF5 was highly upregulated (up to 15.2-fold) in auxin treatment.Most of the ARFs responded similarly to ET and EA media and were up-or downregulation in both treatments.In contrast, ARF11 showed opposed changes in expression in different treatments and the gene was upregulated (3.0 fold) and downregulated (8.2 fold) in ET and EA cultures, respectively.Like Aux/IAA, most SE-deregulated ARFs showed higher expression in EA than ET culture except for ARF 4, 11, and 18, whose transcription level was higher in TSAtreated explants (Additional file 13-4 B).

DEGs related to polar auxin transport
Insight into the DEGs related to the auxin transport pathway showed differential expression of numerous genes encoding the influx and efflux carriers of IAA, including PINs, AUXIN1/LIKE-AUX1 (AUX/LAX) in both TSAand 2,4-D-induced SE (Additional file 13-5 A).However, individual PIN and LAX genes indicated differences in gene expression patterns on ET and EA media.Accordingly, out of twelve genes analyzed in this group, eight and five genes were upregulated in ET and EA medium, respectively (Additional file 13-5 A).In both SE treatments, the increased expression (1.4 to 21 fold) showed PIN1, 3, 6, and LAX1, 2. In contrast, PIN2,5 and LAX3 genes were downregulated (3 to 135 fold) in ET and EA cultures.In general, transcripts of the auxin transport genes accumulated at a lower level (2 to 11.6 fold) in ET vs. EA culture (Additional file 13-5 B).

Stress-related DEGs
The commonly accepted role of stress factors in the mechanism controlling SE induction (reviewed in [83]) motivated us to get insights into DEGs related to stress responses.Closer inspection of the upregulated DEGs indicated a high number (758) of stress-related transcripts that were massively accumulated at the early stage (5 d) of the TSA-induced SE (Fig. 9A).The stressrelated transcriptome was also activated in the EA culture, although less intense than in ET.The number (264) of the stress-related DEGs that were upregulated in the early response to auxin treatment (5 d EA) was almost three times lower than in the relevant stage of TSAinduced culture (5 d ET).These results demonstrated that TSA treatment might specifically activate the stressrelated transcripts.In line with this assumption, GO analysis of transcripts with higher expression levels in ET than EA culture (ET vs. EA) revealed numerous genes (462) involved in stress response (Fig. 9B).In this group, the genes involved in systemic acquired resistance and responses to biotic and abiotic stresses, including cold, hypoxia, osmotic, and oxidative stress were the most highly represented.
Insights into stress-related DEGs in SE cultures revealed transcripts encoded the critical enzymes of the stress hormone metabolism, including salicylic (SA), abscisic (ABA), and jasmonic (JA) acid.In line with RNA-seq results, we indicated significant differences in SA, ABA, and JA levels between the embryogenic and non-embryogenic (ET vs. E0, EA vs. E0) and within the embryogenic (ET vs. EA) cultures (Fig. 9C-E).In particular, a high accumulation of two stress hormones SA and ABA, up to 68-and 179-fold relevantly, was found in the explants induced with TSA for five days (Fig. 9C, D).In contrast, JA showed distinctly decreased accumulation in the embryogenic (ET and EA) compared to the control E0 culture (Fig. 9E).
Within the DEGs that might contribute to a high accumulation of SA in TSA-induced explants, we found the ISOCHORISMATE SYNTHASE 1 (ICS1) gene engaged at the critical step of the SA biosynthetic pathway substantially upregulated (11.5 fold) in the early stage (5 d) of the TSA-induced SE (Additional file 14-1 A, B).In addition to de novo biosynthesis, the increased SA content might also result from the reduced conversion of SA to (See figure on previous page.)Fig. 8 The involvement of NITRILASE (NITs) genes in SE induction.Differential expression level of NIT1-4 genes in explants cultured on embryogenic (ET, and EA) and control E0 medium for 5 and 10 days.Values represent the relative expression level (log2FC) in the ET vs. E0, EA vs. E0 (A), and ET vs. EA (B).Data from the RNA-seq analysis are given.Wald's exact test was used to identify any differentially expressed genes (DEGs) under a p-value adjustment (p < 0.05) for multiple comparisons with the Benjamini-Hochberg False Discovery Rate (FDR) correction.(*) significant differences between the gene expression in E0 vs. ET or EA at the same age, or between ET and EA at the same age.The impaired embryogenic response of nit (nit1-4) mutants (C -H).Analysis of the effectivity (C, F) and productivity (D, G) of SE in the culture of nit and WT (Col-0) explants cultured on ET (C, D, E) and EA medium (F, G, H). (*) significant differences between nit mutants and Col-0 (C, D, F, and G) (p < 0.05, Student's t test).Expression of NIT1-4 genes in lec1 explants culture induced on ET (I) and EA (J) medium for 10 days.(*) significant differences between the gene expression in lec1 and WT (Col-0); (A two-way ANOVA analysis (p < 0.05) followed by Tukey's HSD (p < 0.05) was used to determine any values that were significantly different SA derivatives.In support of such possibility, the genes involved in the production of methyl salicylate (MeSA) derivate from SA, including METHYL ESTERASEs (MES1, 2, 7, 9) were significantly downregulated (5.1 to 40.5 fold) in ET culture.
According to the TSA-increased ABA accumulation, transcription of NINE-CIS-EPOXYCAROTENOID DIOXYGENASE 6 (NCDE6) involved in ABA biosynthetic pathways was elevated (64 fold) in ET vs. E0 culture (Additional file 14-2 A).In addition, the BETA GLUCO-SIDASE 1 (BG1) gene encoding the esterase that cleaves the ABA glucoside to active ABA was distinctly upregulated (6.2 fold) in ET culture.In addition, the downregulation of the CYP707A4 gene engaged in ABA catabolism might also contribute to the accumulation of ABA in ET culture.Thus, transcriptomic data suggest that the accumulation of ABA in the TSA-treated explants might result from an increase of de novo hormone biosynthesis, the release of active form from storage conjugates, and a decrease in ABA catabolism.
Analysis of DEGs revealed also genes involved in the biosynthesis and catabolism of JA in SE (Additional file 14-3 A).Most of the genes related to JA biosynthesis were downregulated in the embryogenic cultures, which may explain the reduction in JA content in the SE process.Accordingly, the genes of significantly decreased expression in SE culture involved LIPOXYGENASE 2 (LOX2), ALLENE OXIDE SYNTHASE (AOS), ALLENE OXIDE CYCLASEs (AOC1, 2, 3), OXOPHYTODIENO-ATE-REDUCTASE 3 (OPR3), SULFOTRANSFERASE 2 A (AtST2a), and ACYL-COA OXIDASE 2 (ACX2).Congruently to a higher JA level in ET than EA culture, the transcription level of genes involved in JA biosynthesis (LOX2, AOS, AOC1,3, OPC-8:0 CoA LIGASE 1; OPLC1) vs. JA metabolism (JASMONIC ACID CARBOXYL METHYLTRANSFERASE; JMT, AtST2a) was higher and reduced, relevantly, in ET vs. EA (Additional file 14-3 B).

DEGs involved in the specification of the organ polarity
We found that explant orientation on the medium affected the effectivity of somatic embryo production and the explant cotyledons placed adaxial side up on SE induction media (ET and EA) showed a much higher (up to 5 to 2 fold) embryogenic response compared to the explants oriented opposingly, i.e., the adaxial side down ( [50]; Additional file 15).To get insights into the genetic mechanism of adaxial-abaxial asymmetric SE response, we searched for transcripts related to the polarity of Fig. 9 The involvement of stress in somatic embryogenesis induction.The number and percent of stress-related upregulated DEGs in TSA (ET) -and auxin (EA) -induced embryogenic cultures on 5th and 10th day (A).GO analysis of stress-related transcripts with higher expression levels in ET than EA culture (ET vs. EA) (B).A level of stress-related phytohormones, SA (C), ABA (D), JA (E) in somatic embryogenesis induced on ET or EA medium, and seedling development on E0 medium.A two-way ANOVA analysis (p < 0.05) followed by Tukey's HSD (p < 0.05) was used to determine any values that were significantly different.Significant differences between: embryogenic (ET and EA) and control (E0) culture on the same age (*); the 5th and 10th day of the culture (**); ET and EA on the same day of culture (#) (n = 3; means ± SD are given).FW -fresh weight cotyledon and leaf within SE-DEGs.We identified seven TFs-encoding genes related to organ polarity of significantly upregulated (1.5 to 51.3 FC) expression in ET culture (Additional file 16-1-3).Transcripts of four genes, including RETARDED GROWTH OF EMBRYO 1 (RGE1), ULTRAPETALA 2 (ULT2), HOMEOBOX PROTEIN 32 (HB32), and C-REPEAT BINDING FACTOR 1 (CBF1), showed higher, from 2.3 for HB32 to 107-fold for RGE1, expression in ET vs. EA culture.Two of them, HB32 and ULT2, showed opposed expression profiles in the TSAvs.2,4-D-induced explants, the up-vs.downregulation, relevantly.Moreover, auxin treatment inhibited KANA-DIs (KAN1,3,4) and YABBY3 (YAB3) expression (Additional file 16-4 A, B).
The role of organ polarity-related TFs, including AINTEGUMENTA-LIKE 7/PLETHORA 7 (AIL7/ PLT7), RGE1, LOB DOMAIN-CONTAINING PROTEINs (LBD18, LBD41), HB32, CBF1, ULT2 in the SE induction was further explored, and the embryogenic response of the relevant mutants was evaluated (Fig. 10; Additional file 17).The majority of the mutants (6/7) were found substantially affected in embryogenic response on ET medium, and most (5) of them, including ail7, rge1, lbd18, lbd41, and hb32 manifested significantly reduced efficiency and/or productivity of SE.In EA culture, three mutants, including rge1, lbd41, and cbf1 displayed impaired SE efficiency and/or SE productivity.In contrast to most of the analyzed mutants that were defective in embryogenic response, the ult2 mutation showed improved SE efficiency in ET culture.

Hac globally deregulates cell transcriptome in SE induction
The knowledge of how somatic cells can reprogram, differentiate, and regenerate plants via a plant-specific process of SE remains at the center of developmental biology research [84].Studies on SE induction in Arabidopsis revealed the complex network of genes controlling embryogenic transition and pointed to the epigenetic mechanisms triggering the SE-involved genes that need to be revealed (reviewed in [10]) [85].
Here, we had insights into the TSA-induced embryogenic transcriptome of Arabidopsis culture to identify candidates of the Hac-regulated expression in SE.In line with the global increase of Hac and chromatin accessibility induced by TSA [35], we indicated the deregulation of a huge number of transcripts (44.4% out of 30,700) in the TSA-treated Arabidopsis explants.TSA-induced global deregulation of cell transcriptome was also associated with in vitro-induced cell reprogramming in plant protoplasts [36] and microspores of Arabidopsis [40].Meaningfully, the global deregulation of genes was also associated with auxin-induced SE as indicated in present and other studies [86][87][88].The similarity of TSA-and auxin-induced effects on plant cell transcriptome suggests that auxin and Hac play a prominent role in SE-related plant cell reprogramming.Moreover, the results imply that extensive changes in explant cell transcriptome might be an essential step of SE induction.In support of this, global transcriptome deregulation and stochastic gene expression have been postulated to play a common role in early events of cell fate reprogramming in plant protoplast culture [36].In the proposed model, a stochastic gene expression pattern endows cells with heterogeneous fates, and out of these cells, sparse embryogenic cells are selected at a cellular level [36].Also, in animals, stochasticity of gene deregulation contributed to reprogramming germ cells into somatic cells [89].
We indicated that an over-representation of downregulated transcripts, 56 and 61%, respectively, was the characteristic response of TSA and auxin-induced transcriptomes.Similarly, the excess of downregulated transcripts in response to TSA and auxin was also reported in other studies [56,88,90,91].In support of the role of gene repression in cell reprogramming including embryogenic transition, the essential function of gene repression in hormone signal transduction and response to stresses, the processes of the central role in SE induction, have been recognized [92].Further studies on the contribution of global and gene-specific transcriptional repression in embryogenic reprogramming during SE induction are recommended.

Candidate genes of Hac-regulated expression in SE induction
The RNA-seq results demonstrating the global deregulation of cell transcriptome in response to TSA treatment implied a substantial role of Hac in the reprogramming of cells during SE induction.To identify candidate genes of Hac-regulated expression in SE, we focused on TSAderegulated transcripts encoding auxin-related genes due to the central role of auxin in embryogenic transition [93] and the involvement of Hac in auxin responses [94][95][96].A positive effect of auxin treatment, including 2,4-D, on the Hac level in in vitro-cultured cells and tissue further evidenced the contribution of Hac to auxin-induced responses [97,98].In the current model of Hac-mediated regulation of auxin-responsive genes, auxin affects the recruitment of HATs and HDACs to the transcriptional complexes to differentially acetylate histones at the target loci (reviewed in [99]) [100].In line with the model, the role of the HAG1 and HDA19 in controlling auxin-responsive TFs, LEC1, LEC2, and BBM, has been reported in SE [49].
Within SE-DEGs, a set of almost 3,400 genes similarly deregulated in response to both TSA and auxin might provide a valuable resource for identifying Hac-regulated genes of essential functions in auxin-induced SE.Genes of different functional groups were identified within the TSA and auxin-induced DEGs, and we get closer insights into transcripts related to auxin and stress of prominent regulatory role in SE induction [101,102].Moreover, within the Hac-regulated candidates, we identified a group of organ-polarity-related TFs that might have a role in SE induction.

Genes involved in the signaling, biosynthesis, and polar transport of auxin
The availability of specific components of transcriptional complexes is essential for ensuring the correct regulation of genes, including those auxin-responsive [103,104].Accordingly, the accessibility of core components of auxin signaling, including AUX/IAAs and ARFs, might contribute to the regulation of auxin-responsive genes [103].Thus, epigenetic processes controlling genes of auxin signaling components might control the transcription of auxin-regulated genes [105].The reports on Haccontrolled expression of specific ARFs and AUX/IAA genes are limited and include the control of ARF18 and ARF22 by HDA710 during callus formation in rice [106] and IAA3 regulation by HAT1/GCN5 in light response in Arabidopsis [107].
Thus, we searched for candidate ARF and AUX/IAA transcripts of Hac-regulated expression in SE.The RNAseq results showed that most AUX/IAA and ARF genes were significantly deregulated in response to TSA implying the role of Hac in their transcriptional control in SE.TSA upregulated five AUX/IAA (IAA1, 20, 29, 30, and 33) and nine ARF (ARF3, 4,5,6,8,10,17,18,19) genes, suggesting that HDAC might directly control these genes in SE induction.Within the candidate targets of HDAC, the ARF5 encoding a central regulator of nuclear auxin signaling in plant development [108] was postulated to regulate different auxin-controlled aspects of SE, involving the tryptophan-dependent TAA1-YUC-mediated pathway of auxin biosynthesis (reviewed in [6]).In control of plant development, ARF5 may interact with IAA30, another candidate for Hac-mediated regulation (present results) of reported involvement in SE [109,110].Besides ARF5, also ARF10 and ARF16 might regulate the auxin biosynthesis in SE [111].Also, ARF3, ARF6, and ARF8 seem to control SE induction; however, the targeted processes need to be unveiled [112].
The RNA-seq results provided also other lines of suggestion for the role of Hac in auxin biosynthesis in SE.Accordingly, numerous DEGs encoding the main enzymes of Trp biosynthesis and the IPA pathway, such as aminotransferase TAA1 and YUC monooxygenases (reviewed in [99]), that contribute to auxin biosynthesis in auxin-induced SE [112] were found upregulated by TSA.Moreover, TSA induced an increase in Trp and IAA levels in SE.Together, the results imply the engagement of Hac in activating Trp-and IPA-biosynthetic pathways in SE induction.Relevantly, the role of HDA9 in the transcriptional activation of YUC8 in the thermomorphogenesis of Arabidopsis was revealed [113].Similar regulatory interaction might control SE induction since increased HDA9 and YUC8 expression was attributed to embryogenic induction (present results; [49,114].Other YUC genes, YUC4 and YUC10, that were highly upregulated by TSA (present results), might also contribute to the YUC-dependent and LEC2-controlled auxin biosynthesis in SE [114].
In line with the increased expression of the genes encoding the YUC-pathway components in SE, we indicated the accumulation of IAA in the embryogenic cultures.Interestingly, the level of IAA was elevated in the advanced but not in the early stage of SE induced by both TSA and auxin.The result implies that similar to auxininduced SE, induction of embryonic identity in explant tissue treated with TSA does not require de novo IAA biosynthesis in the early SE [115].Moreover, the results suggest the similarity of auxin biosynthesis-related mechanisms controlling auxin and TSA-induced SE.
The results provide some hints that auxin biosynthesis pathways involved in SE might involve nitrilase-controlled pathways [79,116,117], including the significant modulation of NIT genes in embryogenic cultures, the distinctly impaired embryogenic response of nit mutants, and the downregulation of the NIT transcripts in the mutant of defective expression of LEC1 TF, the main SEregulator.Since LEC1, via controlling LEC2, might regulate the YUC-induced auxin biosynthesis in SE [118], we hypothesized that LEC1 might also control auxin biosynthesis in SE via an alternative NIT-involved pathway.Moreover, Hac might play a significant role in the regulation of NIT-dependent IAA biosynthesis in SE due to the highly intensive upregulation of nitrilase genes (NIT1, 2, and 4) in response to TSA (present results).The knowledge of epigenetic regulation of NIT genes is limited; however, changes in the Hac level in the promoter region of NIT genes were indicated in the PlantPAN3.0database [119].
It is worth noting that NIT-mediated auxin biosynthesis has been reported to play roles in SE-related processes (present results), including stress responses and flowering of plants [120][121][122].However, the contribution of the NIT pathway to auxin biosynthesis in plant development remains elusive [123].The possible function of NITs in detoxifying ß-cyano alanine, an aside-product of ethylene biosynthesis, must also be considered while studying the role of NITs in SE induction [124].In summary, the results raised questions about the involvement of the NIT-involved pathway of IAA biosynthesis in embryogenic induction and the role of Hac in the regulation of this alternative to the YUC-dependent route in SE.
In concert with biosynthesis, the polar transport of auxin and the major efflux and influx auxin carriers, relevantly PINs and AUX/LAXs, control embryonic transition and differentiation of pro-embryonic cells into somatic embryos [115,125].Accordingly, the present results showed that similar to auxin, TSA modulated the expression of numerous PIN, AUX/LAX genes, suggesting the role of Hac in regulating auxin carriers in SE.In support of this, the involvement of Hac and methylation in regulating PIN1 in plant development was reported [126] (reviewed in [99]).
The candidate genes for Hac-regulated expression involve PIN1,3 and 6 and LAX1, 2 of highly upregulated transcripts in ET and EA culture.PIN1 and PIN3 control the auxin gradient in zygotic embryogenesis (reviewed in [127]) and the role of PIN1 in regulating SE was evidenced [115,125,128].The PIN1-mediated auxin movement establishes the WUSCHEL-expressing cells involved in somatic embryo formation [125].In cooperation with PINs, auxin influx carriers such as AUX1 and redundantly acting LAX2 and LAX3, balance auxin levels and maintain embryonic cell identity in SE [115].Further insights into the role of Hac in regulating the candidate auxin carriers (PIN and AUX/LAX) in SE are required.

Stress-related genes
The role of stress factors in cell reprogramming, including the induction of SE in plants, has been widely demonstrated (reviewed in [129]).Particularly intensive upregulation of genes involved in biotic and abiotic stress responses [33,130] in TSA-induced SE (present results) implies a prominent role of HDACs in regulating stress responses related to embryogenic induction.Consistent with this assumption, the involvement of HDACs in controlling the expression of stress-related genes was reported [131][132][133].
Within candidate Hac-controlled and stress-related DEGs, we indicated the genes encoding oxidant and antioxidant enzymes.Also, other reports on TSA-induced transcriptomes support our assumption of Hac-mediated regulation of redox-controlling genes [56,58].In line with transcriptomic results, the increase of reactive oxygen (ROS) and nitrogen species was associated with SE induction and response to TSA [50,134,135].ROS acting as signaling molecules in gene expression regulation might be accumulated as a result of increased SA production (reviewed in [136]).Consistently, we indicated the accumulation of SA accompanied by extensive deregulation of genes encoding critical enzymes in the metabolism of the stress phytohormones in the TSA-induced SE (present results).Besides ROS-mediated gene regulation, SA might also impact SE by contributing to the production of glutathione (GSH) [137] which promotes auxin biosynthesis in SE [135].Besides SA, another stressrelated phytohormone, ABA, that was accumulated in ET culture (present results) may also positively impact embryogenic induction by affecting gene expression and local auxin biosynthesis [138,139].
We found that the ICS1 gene involved in SA biosynthesis was upregulated in hda19 mutants and response to TSA (present results) [140].These results imply the HDA-mediated regulation of SA biosynthesis in SE induction.The candidate HDACs controlling SA-mediated stress responses in embryogenic induction involve HDA6 and HDA19 of indicated function in both SA biosynthesis and SE induction [49,54,140,141].
The results pointed to the NINE-CIS-EPOXYCAROT-ENOID DIOXYGENASE 6 (NCED6) as a candidate ABA biosynthesis gene that might be regulated by Hac in SE induction.The NCED6 encodes one of the key stressinduced and rate-limiting dioxygenases in ABA biosynthesis (reviewed in [142]), and its transcripts were upregulated in TSA-induced culture.The role of Hac in the regulation of NCED-mediated ABA biosynthesis was reported in dehydration stress [143].The candidate HDACs that might regulate ABA biosynthesis in SE include HDA19 and HDA15 which regulated NCED in seed dormancy and response to salt stress [144,145].The role of these enzymes in SE implies the differential expression of HDA19 and HDA15 genes in embryogenic cultures of Arabidopsis [49].
SA and ABA were accumulated specifically in TSA-but not auxin-induced cultures and that implied some differences in stress hormone-related embryogenic responses induced by auxin and TSA treatments.In contrast to SA and ABA, both treatments similarly modulated levels of JA in SE (present results).Regulatory interactions of JA and auxin in SE might be assumed, and JA positively affected IAA biosynthesis by upregulating JASMONATE-ZIM-PROTEIN (JAZ1) controlling IAA accumulation and SE induction in Arabidopsis [146].
Altogether, the results provided new evidence that Hac plays a key role in the epigenetic regulation of stress responses, including stress hormone-related metabolic pathways of central position in embryogenic induction (reviewed in [147]) [148].The function and Hac-mediated regulatory mechanism controlling stress-related candidate genes that were identified in the present study need verification and further functional analysis.

TFs regulators of organ polarity
The present and previous work showed that mostly the adaxial side of the IZE cotyledons was involved in auxin and TSA-induced SE of Arabidopsis [50].Similarly, the cotyledon explant polarity affected SE induction in other plant species [86,149,150].However, genetic and epigenetic regulators of polar embryogenic responses of the explants remain unidentified.
The cotyledon polarity is established early in zygotic embryogenesis and the expression of adaxial-abaxial identity genes was observed in globular-stage cotyledons [151,152].A higher expression of SE-TFs, including LEC2 [153], WOX2, and AT-HOOK MOTIF NUCLEAR LOCALIZED 15 (AHL15) genes [115] in the adaxial side of cotyledons implied the role of dorsoventral gene expression polarity in the mechanism controlling SE induction.Moreover, markers of the leaf adaxial surface, including ARF5, PHB, PHV, REV, WOXs, ASYMMETRIC LEAVES (AS1, 2) genes [154,155], were upregulated in the embryogenic culture (present results) [156].Most of these markers, including ARF5, PHB, PHV, REV, and WOXs, were indicated to control SE [111,112,157].The present SE-DEGs analysis revealed a novel group of organ polarity-related TFs, including AIL7/PLT7, RGE1, LBD18, 41, HB32, CBF1 and ULT2 (Additional file 16).Supportive for the role of these genes in SE induction, the relevant mutants were affected in SE response (present results).Moreover, TFs that are involved in both organ pattern formation and SE induction have auxin-related functions [158,159], including the AIL7/PLT7, from the AIL family of PLETHORA (PLT) [160] and CBF1 [161].CBF1 might contribute to SE by controlling auxin biosynthesis through PIF4 of PHYTOCHROME-INTERACT-ING FACTOR family of bHLH TFs that play a central role in modulating plant growth and development [161].In support of this assumption, the regulatory relationship of PIF4 and the SE-involved YUC-mediated auxin biosynthesis pathway was reported [114,162].Interestingly, during low-temperature stress, CBF1 TF is regulated by a complex of ICE1 (INDUCER OF CBF EXPRESSION 1) and RGE1 TF, another SE-regulatory candidate of organ polarity DEGs [163].In endosperm, RGE1 in complex with ICE1, represses an important ABA-regulator, the ABI3 gene of the LAFL TFs group [164], of which members (LEC1, LEC2, ABI3, and FUS3) have master regulatory functions in SE (reviewed in [10]).
The ULT2, another organ-polarity-related TF of TSAincreased expression in SE, has overlapping functions with ULT1, which regulates auxin signaling in the apical root and floral meristem [165,166].We assumed that similarly to regulatory relationships in the floral meristem, ULTs may affect auxin signaling in SE by WUS TF of the central position in the SE regulatory network [167,168].Together with the increased embryogenic potential of ult2 mutant (present results), these reports suggest that ULT2 might negatively regulate WUS and SE.The hypothesis needs validation.
In contrast to ULT2, mutant analysis of the LBD18 and LBD41 of the LATERAL ORGAN BOUNDARIES (LOB) domain TF gene family members implied the positive control of SE induction by these TFs (present results).LBD18 and LBD41 are involved in adaxial cell fate specialization [169] and the lateral root primordium developmental pathway [170], relevantly, the processes similar to in vitro-induced dedifferentiation of explant tissue [171,172].Moreover, in lateral root formation, LBD18 regulates ARFs, including ARF19 of increased expression in auxin-and TSA-induced SE (present results) [173].Thus, we assumed that targets of LBD18 may provide candidates in the search for auxin signaling pathway components controlling SE induction.
The particularly extensive upregulation of the organpolarity TFs in response to TSA (present results) implied that Hac might control these genes in SE.The limited reports on the Hac role in the regulation of organ-polarity genes pointed to HDACs, HD2A, and HD2B, in establishing leaf polarity in the mutants in ASYMMETRIC LEAVES (AS1, 2) [174].In addition, acetylation of histone marks has been indicated in the chromatin associated with organ-polarity-related DEGs, including AIL7/ PLT7, RGE1, LBD18, LBD41, HB32, CBF1, and ULT2 (PlantPAN 3.0, [119]).Further studies may help to reveal the Hac-related mechanism controlling the embryogenic response of adaxial cotyledonary cells in Arabidopsis.

Conclusions
The study indicated that Hac controls the vast majority of the genes in SE induction and evidenced that this epigenetic mark plays a pronounced function in the fine-tuning of plant somatic cell transcriptome during the embryogenic transition.Numerous candidates of Hac-regulated expression were identified, particularly the genes of auxin-and stress-related functions of an essential contribution in embryogenic responses.A novel group of organ-polarity genes was also identified and postulated to play a critical function in SE induction.The results provide a unique database for studies on the role of the Hac-related epigenetic regulation of embryogenic response that is induced in vitro in somatic plant cells.

Fig. 1 Fig. 2
Fig. 1 Principal Component Analysis (PCA) of eighteen RNA-seq libraries.The analysis demonstrates a clear separation of gene expression profiles in embryogenic, TSA (ET) and auxin (EA) induced, and non-embryogenic (E0) cultures at 5 d and 10 d.Expression data from three independent biological replicates were analyzed.Biological replicates are depicted as dots of the same color

Fig. 5
Fig. 5 Differentially deregulated TF genes in SE induced on TSA (ET) and auxin (EA) media.Venn diagram showing TF-DEGs identified by comparison of genes expressed in ET and EA embryogenic cultures to transcripts in E0, non-embryogenic culture 5 and 46.6 FC in the early (5 d) and advanced (10 d), respectively, stage of the ET culture.Auxin treatment resulted in the upregulation of four other YUC transcripts, YUC3, 7, 8, and 9, of which YUC3 (FC up to 29) and YUC7 (FC up to 35) showed a

Fig. 6
Fig. 6 DEGs of up-(A) and down-regulated (B) expression in ET compared to EA culture (DEGs-ET/EA) on the 5th and 10th day of SE induction

Fig. 7 Fig. 8 (
Fig. 7 Level of Trp (A) and IAA (B) in TSA-(ET) and auxin-(EA) induced somatic embryogenesis and seedling development on control E0 medium.A twoway ANOVA analysis (p < 0.05) followed by Tukey's HSD (p < 0.05) was used to determine any values that were significantly different.Significant differences between embryogenic (ET and EA) and control (E0) culture on the same day (*); the 5th and 10th day of the culture (**); ET and EA on the same day of culture (#); (n = 3; means ± SD are given).FW -fresh weight